| 2026 | AAAI | Jupiter: Enhancing LLM Data Analysis Capabilities via Notebook and Inference-Time Value-Guided Search. | Shuocheng Li, Yihao Liu, Silin Du, Wenxuan Zeng, Zhe Xu, Mengyu Zhou, Yeye He, Haoyu Dong, Shi Han, Dongmei Zhang |
| 2026 | AAAI | SheetBrain: A Neuro-Symbolic Agent for Accurate Reasoning over Complex and Large Spreadsheets. | Ziwei Wang, Jiayuan Su, Mengyu Zhou, Huaxing Zeng, Mengni Jia, Xiao Lv, Haoyu Dong, Xiaojun Ma, Shi Han, Dongmei Zhang |
| 2026 | ACL | Finch: Benchmarking Finance & Accounting across Spreadsheet-Centric Enterprise Workflows. | Haoyu Dong, Pengkun Zhang, Yan Gao, Xuanyu Dong, Yilin Cheng, Mingzhe Lu, Adina Yakefu, Shuxin Zheng |
| 2026 | ACL | Not All Tokens Matter: Towards Efficient LLM Reasoning via Token Significance in Reinforcement Learning. | Hanbing Liu, Lang Cao, Yuanyi Ren, Mengyu Zhou, Haoyu Dong, Xiaojun Ma, Shi Han, Dongmei Zhang |
| 2026 | ACL | LitVISTA: A Benchmark for Narrative Orchestration in Literary Text. | Mingzhe Lu, Yiwen Wang, Yanbing Liu, Qi You, Chong Liu, Ruize Qin, Haoyu Dong, Wenyu Zhang, JiaRui Zhang, Yue Hu, Yunpeng Li |
| 2026 | INFOCOM | JiangZiya: Dependency-aware Smart Contract Migration for Scalable Sharded Blockchains. | Cunyang Liu, Jiang Xiao, Haoyu Dong, Ru Cheng, Yifan Zhou, Shijie Zhang, Hai Jin |
| 2025 | ACL | TableCoder: Table Extraction from Text via Reliable Code Generation. | Haoyu Dong, Yue Hu, Huailiang Peng, Yanan Cao |
| 2025 | ACL | RelationalCoder: Rethinking Complex Tables via Programmatic Relational Transformation. | Haoyu Dong, Yue Hu, Huailiang Peng, Yanan Cao |
| 2025 | ACL | TableLoRA: Low-rank Adaptation on Table Structure Understanding for Large Language Models. | Xinyi He, Yihao Liu, Mengyu Zhou, Yeye He, Haoyu Dong, Shi Han, Zejian Yuan, Dongmei Zhang |
| 2025 | ACL | TablePilot: Recommending Human-Preferred Tabular Data Analysis with Large Language Models. | Deyin Yi, Yihao Liu, Lang Cao, Mengyu Zhou, Haoyu Dong, Shi Han, Dongmei Zhang |
| 2025 | EMNLP | Table-LLM-Specialist: Language Model Specialists for Tables using Iterative Fine-tuning. | Junjie Xing, Yeye He, Mengyu Zhou, Haoyu Dong, Shi Han, Dongmei Zhang, Surajit Chaudhuri |
| 2025 | SIGIR | Reasoning and Retrieval for Complex Semi-structured Tables via Reinforced Relational Data Transformation. | Haoyu Dong, Yue Hu, Yanan Cao |
| 2024 | CHI | Exploring Holistic HMI Design for Automated Vehicles: Insights from a Participatory Workshop to Bridge In-Vehicle and External Communication. | Haoyu Dong, Tram Thi Minh Tran, Rutger Verstegen, Silvia Cazacu, Ruolin Gao, Marius Hoggenmller, Debargha Dey, Mervyn Franssen, Markus Sasalovici, Pavlo Bazilinskyy, Marieke H. Martens |
| 2024 | COLING | KET-QA: A Dataset for Knowledge Enhanced Table Question Answering. | Mengkang Hu, Haoyu Dong, Ping Luo, Shi Han, Dongmei Zhang |
| 2024 | CVPR | Medical Image Segmentation with InTEnt: Integrated Entropy Weighting for Single Image Test-Time Adaptation. | Haoyu Dong, Nicholas Konz, Hanxue Gu, Maciej A. Mazurowski |
| 2024 | EACL | NL2Formula: Generating Spreadsheet Formulas from Natural Language Queries. | Wei Zhao, Zhitao Hou, Siyuan Wu, Yang Gao, Haoyu Dong, Yao Wan, Hongyu Zhang, Yulei Sui, Haidong Zhang |
| 2024 | EMNLP | Encoding Spreadsheets for Large Language Models. | Haoyu Dong, Jianbo Zhao, Yuzhang Tian, Junyu Xiong, Mengyu Zhou, Yun Lin, Jos Cambronero, Yeye He, Shi Han, Dongmei Zhang |
| 2024 | EMNLP | MMedAgent: Learning to Use Medical Tools with Multi-modal Agent. | Binxu Li, Tiankai Yan, Yuanting Pan, Jie Luo, Ruiyang Ji, Jiayuan Ding, Zhe Xu, Shilong Liu, Haoyu Dong, Zihao Lin, Yixin Wang |
| 2024 | ICASSP | OpenTE: Open-Structure Table Extraction From Text. | Haoyu Dong, Mengkang Hu, Qinyu Xu, Haochen Wang, Yue Hu |
| 2024 | ICDAR | DocTabQA: Answering Questions from Long Documents Using Tables. | Haochen Wang, Kai Hu, Haoyu Dong, Liangcai Gao |
| 2024 | MICCAI | Anatomically-Controllable Medical Image Generation with Segmentation-Guided Diffusion Models. | Nicholas Konz, Yuwen Chen, Haoyu Dong, Maciej A. Mazurowski |
| 2024 | SIGIR | Large Language Models for Tabular Data: Progresses and Future Directions. | Haoyu Dong, Zhiruo Wang |
| 2024 | WSDM | TTC-QuAli: A Text-Table-Chart Dataset for Multimodal Quantity Alignment. | Haoyu Dong, Haochen Wang, Anda Zhou, Yue Hu |
| 2023 | AAAI | SheetPT: Spreadsheet Pre-training Based on Hierarchical Attention Network. | Ran Jia, Qiyu Li, Zihan Xu, Xiaoyuan Jin, Lun Du, Haoyu Dong, Xiao Lv, Shi Han, Dongmei Zhang |
| 2023 | ACL | HermEs: Interactive Spreadsheet Formula Prediction via Hierarchical Formulet Expansion. | Wanrong He, Haoyu Dong, Yihuai Gao, Zhichao Fan, Xingzhuo Guo, Zhitao Hou, Xiao Lv, Ran Jia, Shi Han, Dongmei Zhang |
| 2023 | HCI | Gesture Hub Design: A Remote User Study Method for Evaluating the Quality of Experience in Mobile Phone-Based Gesture Interaction. | Haoyu Dong, Jun Zhang, Wei Wang, Yijing Yang, Qi Chen, Le Du |
| 2023 | SMC | Personalized Educational Video Evaluation Combining Student's Cognitive and Teaching Style. | Jinta Weng, Haoyu Dong, Yifan Deng, Yue Hu, Hao Wu, Heyan Huang |
| 2022 | ACL | FORTAP: Using Formulas for Numerical-Reasoning-Aware Table Pretraining. | Zhoujun Cheng, Haoyu Dong, Ran Jia, Pengfei Wu, Shi Han, Fan Cheng, Dongmei Zhang |
| 2022 | ACL | HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation. | Zhoujun Cheng, Haoyu Dong, Zhiruo Wang, Ran Jia, Jiaqi Guo, Yan Gao, Shi Han, Jian-Guang Lou, Dongmei Zhang |
| 2022 | EMNLP | PLOG: Table-to-Logic Pretraining for Logical Table-to-Text Generation. | Ao Liu, Haoyu Dong, Naoaki Okazaki, Shi Han, Dongmei Zhang |
| 2022 | EMNLP | TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data. | Fan Zhou, Mengkang Hu, Haoyu Dong, Zhoujun Cheng, Fan Cheng, Shi Han, Dongmei Zhang |
| 2022 | IJCAI | Table Pre-training: A Survey on Model Architectures, Pre-training Objectives, and Downstream Tasks. | Haoyu Dong, Zhoujun Cheng, Xinyi He, Mengyu Zhou, Anda Zhou, Fan Zhou, Ao Liu, Shi Han, Dongmei Zhang |
| 2022 | MICCAI | The Intrinsic Manifolds of Radiological Images and Their Role in Deep Learning. | Nicholas Konz, Hanxue Gu, Haoyu Dong, Maciej A. Mazurowski |
| 2022 | MICCAI | Lightweight Transformer Backbone for Medical Object Detection. | Yifan Zhang, Haoyu Dong, Nicholas Konz, Hanxue Gu, Maciej A. Mazurowski |
| 2021 | CVPR | Using Text To Teach Image Retrieval. | Haoyu Dong, Ze Wang, Qiang Qiu, Guillermo Sapiro |
| 2021 | ISSTA | Semantic table structure identification in spreadsheets. | Yakun Zhang, Xiao Lv, Haoyu Dong, Wensheng Dou, Shi Han, Dongmei Zhang, Jun Wei, Dan Ye |
| 2021 | KDD | TUTA: Tree-based Transformers for Generally Structured Table Pre-training. | Zhiruo Wang, Haoyu Dong, Ran Jia, Jia Li, Zhiyi Fu, Shi Han, Dongmei Zhang |
| 2020 | CIKM | Neural Formatting for Spreadsheet Tables. | Haoyu Dong, Jinyu Wang, Zhouyu Fu, Shi Han, Dongmei Zhang |
| 2020 | CIKM | Learning Formatting Style Transfer and Structure Extraction for Spreadsheet Tables with a Hybrid Neural Network Architecture. | Haoyu Dong, Jiong Yang, Shi Han, Dongmei Zhang |
| 2020 | MICCAI | Joint Clinical Data and CT Image Based Prognosis: A Case Study on Postoperative Pulmonary Venous Obstruction Prediction. | Xinrong Hu, Zeyang Yao, Furong Liu, Wen Xie, Hailong Qiu, Haoyu Dong, Qianjun Jia, Meiping Huang, Jian Zhuang, Xiaowei Xu, Yiyu Shi |
| 2019 | AAAI | TableSense: Spreadsheet Table Detection with Convolutional Neural Networks. | Haoyu Dong, Shijie Liu, Shi Han, Zhouyu Fu, Dongmei Zhang |
| 2017 | CVPR | Learning Dynamic GMM for Attention Distribution on Single-Face Videos. | Yun Ren, Zulin Wang, Mai Xu, Haoyu Dong, Shengxi Li |